tvm

apache/tvm

Open Machine Learning Compiler Framework

GitHub Website

GraphCanon updated Sep 30, 2026 · GitHub synced Sep 30, 2026

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14k stars4.0k forksLast push Sep 30, 2026 Python Apache-2.0

Decision brief

Apache TVM stands out for its python-driven approach towards ML compilation and universal deployment options.

Good fit when

When you focus on Python-first customization to quickly prototype and iterate machine learning models and compilers.
If your project requires optimization and deployment across a wide range of hardware, from CPUs and GPUs to specialized accelerators like Vulkan, OpenCL, and ROCm.

Avoid when

Avoid if your workflow demands an immutable model pipeline; TVM shines in flexibility but might be overkill for static workload scenarios.
For projects that strictly adhere to one hardware platform or API set, as the universal support of TVM could introduce unnecessary complexity.

Observed Jul 17, 2026 · Source: enrich:decision_facts

tvm alternatives Trust report

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Maintenance and security

Full trust report

Maintenance: Very active (0d since push); As of Sep 30, 2026
Provenance: Not a fork · Organization account; As of Sep 30, 2026
Security (OSV): No lockfile; As of Jul 11, 2026

Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.

Backing

Company context for Apache Software Foundation. Display-only - separate from trust and ranking.

Company: The Apache Software Foundation·GitHub org profile·Jul 11, 2026
Commercial model: Pure OSS·GitHub org profile (public repos)·Jul 11, 2026

Install

pip install tvm

PyPI

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Evidence and technical details

Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.

Overview

Apache TVM is an open machine learning compilation framework designed for Python-first customization and universal deployment.

Capability facts

Languages: python
Source: github.language+pyproject.toml · Sep 30, 2026

Graph entities

Apache Software Foundationcompany

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Python runtimePython

Source: README excerpt (regex_v1, Sep 30, 2026)

- Python-first development that enables quick customization of machine learning compiler

Source link

README

<img src=https://raw.githubusercontent.com/apache/tvm site/main/images/logo/tvm logo small.png width=128/ Open Machine Learning Compiler Framework ============================================== Documentation Contributors Community Release Notes Apache TVM is an open machine learn...

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tvm